The Fine-Tuning Directory
Quality-scored directory of 83 fine-tuning tools, updated daily. Every tool scored on maintenance, adoption, maturity, and community signals.
Tools for fine-tuning language models and adapting pre-trained models — LoRA, QLoRA, PEFT adapters, and full fine-tuning frameworks like Unsloth and Axolotl.
6
70–100
25
50–69
39
30–49
13
10–29
Top tools by quality score
| # | Tool | Score |
|---|---|---|
| 1 |
meshtastic/firmware
The official firmware for Meshtastic, an open-source, off-grid mesh... |
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| 2 |
meshtastic/Meshtastic-Android
Android application for Meshtastic |
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| 3 |
TheThingsNetwork/lorawan-stack
The Things Stack, an Open Source LoRaWAN Network Server |
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| 4 |
ExpressLRS/ExpressLRS
High Performance Open Source Radio Control Link |
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| 5 |
absmach/magistrala
IoT Platform Framework |
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| 6 |
1technophile/OpenMQTTGateway
MQTT gateway for ESP8266 or ESP32 with bidirectional 433mhz/315mhz/868mhz,... |
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| 7 |
Nerogar/OneTrainer
OneTrainer is a one-stop solution for all your Diffusion training needs. |
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| 8 |
OpenPipe/ART
Agent Reinforcement Trainer: train multi-step agents for real-world tasks... |
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| 9 |
BenAhrdt/ioBroker.lorawan
communicates bidirectionally with LoraWan devices via LoRaWAN Network |
|
| 10 |
lyusupov/SoftRF
:airplane: Multi-functional, compatible DIY general aviation proximity... |
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| 11 |
torlando-tech/columba
Native Android messaging app using Bluetooth LE, TCP, or RNode (LoRa) over... |
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| 12 |
chirpstack/chirpstack
ChirpStack open-source LoRaWAN Network Server |
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| 13 |
markqvist/NomadNet
Communicate Freely |
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| 14 |
richonguzman/LoRa_APRS_Tracker
LoRa APRS Tracker with Tx and Rx capabilities, Messages, Wx, Winlink and more... |
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| 15 |
NVIDIA-NeMo/Nemotron
Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training... |
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| 16 |
LoRaMesher/LoRaMesher
The LoRaMesher library implements a distance-vector routing protocol for... |
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| 17 |
meshcore-dev/meshcore-ha
Home Assistant integration for monitoring and controlling MeshCore radio networks |
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| 18 |
SparkyVT/HPR-Rocket-Flight-Computer
Advanced flight computer software for high-powered rockets based on the... |
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| 19 |
markqvist/Sideband
LXMF client for Android, Linux and macOS allowing you to communicate with... |
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| 20 |
markqvist/Reticulum
The cryptography-based networking stack for building unstoppable networks... |
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